On some metrics in data processing problems

The paper is concerned with measurement of distances between expert evaluations and features arising in development of a collective opinion and other data analysis problems. Properties are considered which these distances should have. Axioms are introduced which permit determining unambiguously the form of one of the distances, the Eucledean one. Its close relation is shown with correlation coefficients and this measure of closeness is shown to be superior to all others.